Zhenglin Wan
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126
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Crypto×1Distributed×1ML×1
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2026
SecureAFL: Secure Asynchronous Federated Learning
SecureAFL introduces a robust framework to secure asynchronous Federated Learning against poisoning attacks by detecting anomalous updates, estimating missing client contributions, and using Byzantine-robust aggregation.
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Papers
cs.CRcs.DCcs.LGRecentApr 4, 2026
SecureAFL: Secure Asynchronous Federated Learning
Anjun Gao, Feng Wang, Zhenglin Wan, Yueyang Quan +2 more
SecureAFL introduces a robust framework to secure asynchronous Federated Learning against poisoning attacks by detecting anomalous updates, estimating missing client contributions, and using Byzantine…
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